01 / AI Development

Bespoke AI tools built around a commercial outcome.

Not a proof of concept. Not a prototype that sits in a drawer. Working software and AI agents, delivered to production — with the commercial thesis embedded from day one.

Most AI tools are built to impress in a demo. Mine are built to deliver in production.

From commercial brief to production software

Every AI development engagement starts with the commercial problem, not the technology. I scope what needs to be built, design the architecture, build it, and deploy it to production. You get working software, not a handover document.

01

Commercial scoping

Defining the commercial outcome before any technical decisions are made. What problem does this solve? What does success look like? What is the ROI thesis?

02

Architecture design

Designing the right system for the outcome. RAG-based, agentic, or workflow-automation — the architecture follows the problem, not the trend.

03

End-to-end build

Full development from scratch. Claude API, integrations, data pipeline, and front-end where needed. Built to production standard from day one.

04

Production deployment

Deployed to your environment and working live. Not handed over in a zip file. Operational and ready for your team to use.

05

Handover and documentation

Full documentation of what was built, how it works, and how to maintain it. Your team can operate and extend it without me.

06

Post-launch support

30 days of post-launch support included. Issues resolved, refinements made, team questions answered.

What I do not do

Proofs of concept that sit in a drawer
Wrappers around existing tools with no IP
Prototypes built to impress in a demo
Projects without a clear commercial thesis
Engagements where the outcome is undefined
Hourly consulting without a delivery commitment

Get started

Ready to build something that actually delivers?

If you have a commercial problem and want to understand whether AI development is the right solution, start with a scoping call.